AI policy
How AI is
used here
I use generative AI tools as writing and engineering assistants. I review and edit every output, and I take full responsibility for every technical claim, code sample, citation, and conclusion published on this site.
Assistance,
not authorship
Editing, polishing, code review.
AI is used for structural editing, language polishing, drafting passes, and code review.
I review and edit all output. Every technical claim, code sample, citation, and conclusion published here is mine, and I take full responsibility for it.
The current toolchain is documented in the version-controlled ATTRIBUTION.md of each repository (see below).
What I do
without AI
Independent judgment is the contribution.
AI is not used for:
- Original analysis.
- Experimental design.
- Statistical work.
- Literature screening.
- Citation generation or verification — I find and verify every reference manually.
- Generation of test data, gold sets, or benchmark labels.
- Any task where independent judgment is the contribution.
Images
When in doubt, the caption says so.
Decorative images — hero illustrations, visual breaks — may be AI-generated.
Technical diagrams, architecture illustrations, code screenshots: my own work.
Mixed-origin images are marked in the caption.
Open source
Stricter, repo-level, version-controlled.
For the AI methodology applied to the open-source projects referenced on this site, see the ATTRIBUTION.md file in each repository: